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DTSTAMP:20250522T212942Z
LOCATION:Mile High 4
DTSTART;TZID=America/Denver:20240731T141000
DTEND;TZID=America/Denver:20240731T142000
UID:siggraph_SIGGRAPH 2024_sess120_papers_283@linklings.com
SUMMARY:Neural-assisted Homogenization of Yarn-level Cloth
DESCRIPTION:Xudong Feng (State Key Lab of CAD and CG, Zhejiang University;
  Style3D Research); Huamin Wang (Style3D Research); Yin Yang (University o
 f Utah, Style3D Research); and Weiwei Xu (State Key Laboratory of CAD & CG
 , Zhejiang University)\n\nWe introduce a neural-assisted homogenization me
 thod for yarn-level cloth. Our approach incorporates a warm-start strategy
  to enhance the efficiency of the homogenization process. We then use tail
 ored loss functions in constitutive models, ensuring stability for large t
 ime-step simulations (up to 1/30 second) while boosting accuracy.\n\nInter
 est Area: Research & Education\n\nRecording: Livestreamed, Recorded\n\nKey
 word: Animation\n\nRegistration Category: Full Conference, Full Conference
  Supporter, Virtual Access, Exhibitor Full Conference, Wednesday\n\nSessio
 n Chair: Yin Yang (University of Utah)\n\n
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